Gray seal (Halichoerus grypus), Thinned observations,All pseudo-absence/background points, Full extent, seal specific v2 (sss, dfs, month, mld), evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	roc_auc	tss_max
rf	0.9683727	0.8220893
bt	0.8794450	0.6493852
maxnet	0.8590617	0.5852997
gam	0.8474576	0.5537831
glm	0.8054171	0.4924117

Variable Importance